| Reliable Probabilistic Human Trajectory Prediction for Autonomous Applications | Oct 9, 2024 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models | Oct 9, 2024 | MME | CodeCode Available | 1 |
| HFH-Font: Few-shot Chinese Font Synthesis with Higher Quality, Faster Speed, and Higher Resolution | Oct 9, 2024 | Super-Resolution | CodeCode Available | 1 |
| Continual Learning in the Frequency Domain | Oct 9, 2024 | Continual Learning | CodeCode Available | 1 |
| ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents | Oct 9, 2024 | Autonomous Web Navigation | CodeCode Available | 1 |
| SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection | Oct 9, 2024 | Bilevel Optimization | CodeCode Available | 1 |
| Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting | Oct 9, 2024 | Weather Forecasting | CodeCode Available | 1 |
| Learning Evolving Tools for Large Language Models | Oct 9, 2024 | | CodeCode Available | 1 |
| Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention | Oct 9, 2024 | Graph LearningNode Clustering | CodeCode Available | 1 |
| DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector | Oct 9, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| InstructG2I: Synthesizing Images from Multimodal Attributed Graphs | Oct 9, 2024 | DenoisingRe-Ranking | CodeCode Available | 1 |
| Does Spatial Cognition Emerge in Frontier Models? | Oct 9, 2024 | | CodeCode Available | 1 |
| Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery | Oct 9, 2024 | Segmentation | CodeCode Available | 1 |
| Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning | Oct 9, 2024 | In-Context LearningNetwork Pruning | CodeCode Available | 1 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | CodeCode Available | 1 |
| Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering | Oct 9, 2024 | In-Context Learning | CodeCode Available | 1 |
| BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization | Oct 9, 2024 | Autonomous NavigationTrajectory Planning | CodeCode Available | 1 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| ING-VP: MLLMs cannot Play Easy Vision-based Games Yet | Oct 9, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 |
| Toward Physics-guided Time Series Embedding | Oct 9, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| TinyLidarNet: 2D LiDAR-based End-to-End Deep Learning Model for F1TENTH Autonomous Racing | Oct 9, 2024 | Autonomous RacingDeep Learning | CodeCode Available | 1 |
| A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research | Oct 9, 2024 | | CodeCode Available | 1 |
| Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification | Oct 9, 2024 | Domain Generalization | CodeCode Available | 1 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking | Oct 9, 2024 | ARCCode Generation | CodeCode Available | 1 |
| Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration | Oct 8, 2024 | Graph Neural NetworkPoint Cloud Registration | CodeCode Available | 1 |
| GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks | Oct 8, 2024 | ManagementTrajectory Prediction | CodeCode Available | 1 |
| Generative Artificial Intelligence (GAI) for Mobile Communications: A Diffusion Model Perspective | Oct 8, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities | Oct 8, 2024 | | CodeCode Available | 1 |
| Evaluating Performance and Bias of Negative Sampling in Large-Scale Sequential Recommendation Models | Oct 8, 2024 | Hyperparameter OptimizationSequential Recommendation | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 |
| FACMIC: Federated Adaptative CLIP Model for Medical Image Classification | Oct 8, 2024 | Domain AdaptationFederated Learning | CodeCode Available | 1 |
| NegMerge: Consensual Weight Negation for Strong Machine Unlearning | Oct 8, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution | Oct 8, 2024 | Super-ResolutionVideo Generation | CodeCode Available | 1 |
| UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Oct 8, 2024 | Graph Neural NetworkImage Segmentation | CodeCode Available | 1 |
| Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| QT-DoG: Quantization-aware Training for Domain Generalization | Oct 8, 2024 | Domain GeneralizationModel Compression | CodeCode Available | 1 |
| Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning | Oct 8, 2024 | GSM8KMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Multi-Behavioral Sequential Recommendation | Oct 8, 2024 | Multibehavior RecommendationRecommendation Systems | CodeCode Available | 1 |
| Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future | Oct 8, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Estimating the Number of HTTP/3 Responses in QUIC Using Deep Learning | Oct 8, 2024 | | CodeCode Available | 1 |
| Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition | Oct 8, 2024 | Contrastive LearningDensity Estimation | CodeCode Available | 1 |
| Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective | Oct 8, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series | Oct 8, 2024 | Computational EfficiencyIrregular Time Series | CodeCode Available | 1 |
| MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment | Oct 8, 2024 | ARCBelebele | CodeCode Available | 1 |
| DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback | Oct 8, 2024 | MathSequential Decision Making | CodeCode Available | 1 |
| A mechanistically interpretable neural network for regulatory genomics | Oct 8, 2024 | | CodeCode Available | 1 |
| Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects | Oct 8, 2024 | ARCProgram Synthesis | CodeCode Available | 1 |